Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 0.185123 0.204172 0.225116 0.249994 0.278923 0.311730 0.352078
2025-05-25 0.148824 0.173358 0.202559 0.240428 0.289077 0.350691 0.436705
2025-06-01 0.128363 0.155274 0.189149 0.236013 0.301032 0.391143 0.531626
2025-06-08 0.115435 0.143763 0.181020 0.235337 0.315735 0.436360 0.644832
2025-06-15 0.106520 0.135912 0.176023 0.237214 0.333183 0.488204 0.784721
2025-06-22 0.095545 0.123878 0.163512 0.225874 0.327729 0.501303 0.859918
2025-06-29 0.087272 0.114747 0.154026 0.217566 0.325259 0.518231 0.948122
2025-07-06 0.080941 0.107793 0.146957 0.211971 0.326113 0.540915 1.057523
2025-07-13 0.078280 0.105915 0.147242 0.218134 0.348407 0.610143 1.310948
2025-07-20 0.076302 0.104838 0.148568 0.226075 0.375292 0.696539 1.666687
2025-07-27 0.074332 0.103577 0.149416 0.233185 0.401827 0.790725 2.125234
2025-08-03 0.072392 0.102184 0.149864 0.239546 0.428023 0.893484 2.724319
2025-08-10 0.069135 0.098557 0.146409 0.238464 0.438681 0.961855 3.282763
2025-08-17 0.064589 0.092593 0.138555 0.228123 0.426849 0.963842 3.532218
2025-08-24 0.061404 0.088668 0.133952 0.223709 0.428205 1.006560 4.085776
2025-08-31 0.059072 0.086006 0.131355 0.223010 0.438398 1.081749 5.009454
2025-09-07 0.057292 0.084150 0.130028 0.224733 0.454990 1.186625 6.469007
2025-09-14 0.053920 0.079425 0.123204 0.214213 0.438037 1.164553 6.741924
2025-09-21 0.051168 0.075640 0.117894 0.206497 0.427539 1.164530 7.294213
2025-09-28 0.048945 0.072661 0.113903 0.201296 0.423143 1.187770 8.243650
2025-10-05 0.048300 0.072367 0.114867 0.207024 0.450177 1.354280 12.181724
2025-10-12 0.047874 0.072423 0.116484 0.214398 0.483846 1.575824 20.043942
2025-10-19 0.047353 0.072279 0.117697 0.220993 0.517032 1.825638 35.571095